Data Visualization

Blog of the Data Visualization & Communication Course at OSB-AUB

This is my favorite part about analytics: Taking boring flat data and bringing it to life through visualization” John Tukey

Africa’s population growth : Highest fertility rate

Africa’s population growth : Highest fertility rate

 

Poorer nations like Africa have higher fertility rates, and this because they don’t have enough culture, women’s are not working and becoming mother at a very young age.

As we can see in the map, the highest fertility rates are is in Africa countries.

Many factors are affecting the high fertility rate and one of them is related to a low education level. So in order in order to boost the economy and reduce poverty , measures related directly to education should be taken into consideration.

When women are more educated, they tend to shift there focus to their education , which can lead later on to an occupation . And a working mother , wouldn’t be able to have kids like a stay at home mother . In this case women would consider planning when to have kids. And with women contributing to the economy, trough education and work . These actions will boost consumption and production , moreover boosting the economy  and having a higher gdp.

And by giving women this opportunity, and by spreading education and knowledge, fertility rate will be reduced therefore it will contribute to slowing the population growth rate.

#SDG | #United_Nations | #SDG3 | #FertilityRate

Unbundling Lebanon’s Energy Sector: Problems and Recommendations

Unbundling Lebanon’s Energy Sector: Problems and Recommendations

Where there is energy there is life, but what if that same energy is the reason life is being destroyed? Non-renewable energy resources such as coal, oil, and natural gas have been abused extensively over the years; and not only are they detrimental to the environment, but they are bound to finish in the future. The switch over to more sustainable sources of energy has been something that has not been around for a hundred years yet, for that it could still be considered to be still in its infancy today.

Sustainable Development Goal 7 is one of 17 Sustainable Development Goals established by the United Nations General Assembly in 2015. It aims to “Ensure access to affordable, reliable, sustainable and modern energy for all.” According to “SDG7 Energy Compact of the Republic of Lebanon”, by the year 2030, universal access to affordable, reliable and modern energy services should be ensured, as well as increasing substantially the share of renewable energy in the global energy mix, and expand infrastructure and upgrade technology for supplying modern and sustainable energy services for all.

Energy in Lebanon, ever since the mid-nineties has been dominated by oil, which represents more than 95% of the primary energy consumed in 2019 (Julian & Salameh, 2022). According to Electricité du Liban (EDL), in 1995 thermal energy expenditure was 4,349 GWh only to spike drastically to 14,617 GWh in 2017. In 2019, though, there is a noticeable decline in thermal energy expenditure as it settles at 11,665 GWh; with an increase in hydraulic energy from 415 GWh in 2017 to 829 GWh, thus almost doubling in two years. As a result, we notice that slowly, but steadily, Lebanon has been shifting its focus to renewable energy sources, thus aligning with SDG 7.

Source: World Bank Global Electrification Database from “Tracking SDG 7: The Energy Progress Report” led jointly by the custodian agencies: the International Energy Agency (IEA), the International Renewable Energy Agency ( IRENA ), the United Nations Statistics Division ( UNSD ), the World Bank and the World Health Organization (WHO).

Energy consumption in Lebanon has always been at a loss. From 1995 until 2019, Lebanon’s consumption averaged at 10,845 GWh whereas only 8,936 GWh has been averaged in production. Hence, this is where the deficiency lies. It is impossible to claim sustainability where there is an undersupply.

Despite the lack in production, Lebanon does in fact import sources of energy in order to fulfill the needs of the country in terms of electricity. That, though, does not reflect the reality of most Lebanese citizens. “For decades now, electricity has been a major issue in Lebanon. State-owned Electricité du Liban provides only two hours of electricity per day. However, some areas experience complete shut-off. Until today, the Lebanese people’s main alternative to state-provided electricity is resorting to private generators that work on diesel. Two problems emerge from this situation, the first one being the price of petroleum-related products” (Muro, 2021). Surprisingly, according to the most recent World Bank studies, in the year 2020, 100% of Lebanese have access to electricity. The reality of the situation is very different as aforementioned with privatized energy distribution becoming the norm, consequently aggravating the environmental situation.

Source:  Electricité du Liban (E.D.L)

As the economic crisis intensifies day by day and energy costs rise by the hour, the more well-off portion of the Lebanese society has been resorting to alternative energy sources; mainly solar energy. Although that does not solve the problem per-se, it has spurred a mass transition as NGOs have hopped on board to provide solar panels to less-abled communities. As a result, more and more people have been stopping their memberships with alternative providers (generators). 

It comes as no surprise, switching to solar energy. It is a step that is long overdue, and as the saying goes “necessity is the mother of invention”. Even though it is not exactly an invention, but through necessity, Lebanon is slowly becoming more sustainable! Lebanon has a lot of natural resources such as wind and water. However, the most interesting and important natural asset is the abundant sunshine, making solar energy in Lebanon the ideal alternative to consider for Lebanon to get out of the electricity crisis. Using solar energy in Lebanon saves money for the Lebanese people whose private generators’ cost keeps on increasing. In fact, for 12 hours of electricity a day, the fuel cost for private generators can be as high as $550 per day. Although the installation of solar panels is expensive as well, it is an investment. If someone pays $550 per day on fuel, installing solar panels will reduce their cost to around $140 per day. (Monzer, 2022)

Yet another possible solution, straying from the tradition of utilizing natural resources, is the use of yet another crisis Lebanon suffers from. The trash situation has been plaguing the country for years now and it is possible, with the right funding from the right individuals and associations to begin collecting this trash and transferring it to specialized factories that will in turn use it in order to produce energy. This long term investment thus solves two issues simultaneously, while providing job opportunities for many locals.

It is of the utmost importance in Lebanon to deviate away from oil as a main fuel for energy and depend more on renewable energy from resources such as sun, wind and water. In Lebanon up to 4.5% of electricity comes from hydropower and up to 95.5% from oil. Abiding by the goals set in the SDG 7 is a surefire way to take the appropriate steps to building a society in which sustainable energy is the norm. Despite being a long way from sustainable; with the aid of the diaspora, concerned NGOs, and the local community, it is possible to make use of nature’s bounties, which are plentiful in the 10,452 km2 of mountainous rushing streams, gusting winds of the vast planes, and the showering sunlight reaching every corner of the nation.

 

“Education Cannot Wait”

“Education Cannot Wait”

Hussaini, 14, is one of the lucky ones. He escaped. In 2018, as terrorism by extremist groups crossed into Burkina Faso, his village was attacked while he was in school. First, he heard screaming, and then gunfire. “They shot at our teachers and killed one of them,” he says. “They burned down the classrooms.” Hussaini ran home and within a matter of minutes, his family set off. They left everything behind, including school. Since that day, Hussaini has not set foot in a classroom. “I used to love school, to read, to count and to play during recess,” he says. “It’s been a year since I last went…”

 

 

From the end of 2017 to 2019, the number of schools forced to close due to rising insecurity tripled. More than 9,200 schools closed across Burkina Faso, Cameroon, and others, leaving 1.9 million children without education. These children face a much higher risk of recruitment by armed groups, gender-based violence and targeting by traffickers. Most parents in Africa will tell you that their children’s education is the most important investment they can make.

 

 


Trouble Cycle

Education is the UN’s top priority because it is a basic human right and the foundation on which to build peace and drive sustainable development. Unfortunately, lack of education for the young generation remains highly present in the world.

The problem is a cycle: lack of education results in high child labor and low literacy rate thus increasing the world’s problems such as crimes. And in its turn, terrorism decreases education opportunities. Hussaini is among millions of other children that were deprived from quality education and had high chances to be part of child labor.

 

 


Evidence

Poor basic education can be identified by high child employment rate. So, what are the target continent and countries?

The map shows that the Average Child Employment Rates (ages 7-14) is highest in Africa.

Having a deeper look, Cameroon ranks first for having the highest average child employment rate of 52.7% for years 2006-2015, followed by Niger, Benin, and Burkina Faso.

Referring to the UN’s Sustainable Development Goal number 4:

  • What if kids will get exposed to education in early stage?
  • Can we influence their perception?

Fulfilling the Dream

Education cannot wait, and our world had enough. It is time to increase the number of education programs targeting young generation, and specifically African countries as previously mentioned, with Cameroon being a major target.

Creating education programs would:

  • Have education camps with volunteering and non volunteering teachers all around the world
  • Use workshops and fun trainings to later voluntarily engage kids
  • Involve underdeveloped countries in globalization
  • Introduce the diversity of cultures
  • Work on making education a need and will for every kid and parent- representing a lasting impact environment

 

Many past programs were successfully implemented in Cameroon such as Open Dreams, which already funded more than 200 scholarships and mentored more than 1000 students.

 

 


Is it Time?

Targeting Cameroon, and implementing it as a first stage project, would be a start to then expand into other countries.

Finally, from another perspective, how about looking at equalizing educational opportunities as a solution to many other issues? and working on SDG 4 for quality education will strongly and positively affect other goals such as ending poverty and hunger?

 

 

Are we Sufficiently using Clean Energy? Global Warming is still on the Rise!

Are we Sufficiently using Clean Energy? Global Warming is still on the Rise!

Year after Year, temperatures rise across the world with an increase in the overall emissions of CO2 and other gases correlated with global warming. Sea levels are at risk of rising, climate change is on the rise, increased risks of droughts and floods and threats to biodiversity. All this as a consequence of global warming and finally putting people’s lives at risk and the survival of the world. Although we have a solution available, we are not efficiently relying on it neither optimizing its use. SDG 7 requires a world responsibility towards providing accessible and clean energy sources, one of our key responsibilities is to ensure that we reach this goal adequately by the year 2030.

“Amount of CO2 in the atmosphere is 50% more than the 1900s.” 

“Temperatures increasing yearly, and summers getting hotter.” 

These are words repeated by people over and over, but are we reacting?

The following shows the rise in temperatures.

Global Warming:

The root problem!

Global warming was identified as a global issue during the 1980s, during the year 1988 world hottest summers were recorded. Since then, hotter summers have been recorded, increasing temperatures are still being recorded along continuous increase in CO2 and greenhouse gas emissions. Renewable energy was first explored in 1927 through wind turbines, although such resources are available, they are still not used adequately to encounter the rising temperatures issue. Renewable energy resources are available, but their usage is not improving.

Renewable Energy:

Are we sufficiently using them?
  • World resources institute states that renewable energy resources emit 50g or less of CO2 emissions per KWh over their lifetime, compared to about 1000g CO2/KWh for coal and 475g CO2/KWh for natural gas.

Renewable and clean energy resources such as solar power, wind power, hydro power or nuclear power are highly available and further resources could be developed. Current resources are not efficiently used along with no clear plans or transition to more clean energy resources. On the other hand, not all countries or people have appropriate access to clean energy resource neither the resources or accommodations required to develop them.

The infrastructure and development of renewable energy is highly costly, but costs for using such energy on the long-term are cheaper, current fossil fuel prices are set to be cheaper as the pollution consequences and carbon-fee are not interpreted into the pricing strategy of gases and fossil fuels. Governments and Organizations are avoiding the transition due to its high costs but at the cost of polluting and putting high risks on our environment our health and survival of earth.

 

A clear rise in CO2 emissions accompanied by a decrease of renewable energy consumption is shown and identified by world development indicators.

Actions Required:

  • Optimizing usage of currently available clean energy resources and services.
  • Increase the availability of clean energy sources and reliance on them across different sectors and industries.
  • Raise Awareness on the problem “that we have the resources and capabilities needed to reduce global warming” but we are not efficiently using them.
  • Raise Awareness about the risks and effects of global warming along with the quick rate it is happening at.

Governments and World organizations planning strategies to increase the use of renewable enerygy and conducting awareness campaigns to influence the public and future image.

If we don’t protect our environment and nature, we can’t protect ourselves. Floods, drought, higher rates of contamination, increased health risks and the slow death of our planet are the cost of using cheaper resources.

 

Women Inclusion in the Workspace

Women Inclusion in the Workspace

Women participation in the labor force in numbers

The fight for women empowerment and inclusion in the workspace has been an ongoing fight in our world. Although female participation in the labor force has seen an ongoing increase from 1980 till 2021, however, as per the World Bank Gender Data Portal: “The global labor force participation rate for women is just over 50% compared to 80% for men. Women are less likely to work in formal employment and have fewer opportunities for business expansion or career progression.”

Education as a direct road to employment

There are different opportunities to invest in to further increase this female participation in the labor force on the long run and make sure that women are getting the opportunities they deserve. One important opportunity which has a direct impact on women employment is education as shown in the results from year 2000 onwards. The more women are educated, the higher their chance of inclusion and employment. This is verified through different studies done across countries by IZA Institute of Labor Economics and on Science Direct, which show that “educated women were said to increase their problem solving, life skills, flexibility and openmindness” which in turn had an effect on their increased participation in the workplace. Therefore, to increase labor force participation for women, the focus should also be directed to the countries with the lowest rates which are mostly, as shown in the results in the map, countries in Africa, the Middle East, and South Asia.

The road to achieve Gender Equality and increase women inclusion in the workplace

Investing in scholarships and school programs/workshops targeted to women, is a long term solution to increase the global labor force participation rate for women. These scholarships and development programs/workshops should also be targeted towards topics of high impact and high demand in the job market. Later stages can also include legal reforms to achieve gender equality and decrease gender discrimination in the workplace. Therefore, we call all advocates, politicians in donor countries, and international organizations to have action plans in process in countries that need it the most to make sure that we reach SDG #5 by 2030.

Human Demand is Killing our Ocean

Human Demand is Killing our Ocean

No water, no life, no blue, no green.

The ocean and fishes are the essence of human life, more than 3 billion people rely on wild caught and farmed sea food but how is this dependence affecting the ocean’s ecosystem? and is this large demand causing more harm than good?

Overfishing menaces the world’s ocean.

Since the 1800, the world witnessed the first overfishing incident when humans were seeking blubber for lamp oil and obliterated the whales around Stellwagen Bank in the United States. The problem accelerated in the 1930s, when subsidies and loans were granted for fishing and thus the appearance of big industrial fishing operations. In 1989, the industry has reached its peak by taking 90 million tons of fish from the ocean and after that yields began to stagnate or decline. We encountered a 30% decrease from 1989 and 1990.

Overfishing is causing fishes to go extinct where 1,616 fishes are on the verge of being extinct, 989 are endangered and 627 are critically endangered. Overfishing has caused a huge collapse of large fish population. The fishing industry began “fishing down” which created a bycatch problem, since when you throw a net, everything gets pulled including diverse not intended species such as sharks, turtles, dolphins…

Overfishing can be controlled through limiting the number of catches and increasing aquaculture and farming of seafood, where most of the world’s growth in aquaculture production has come from East Asia and the Pacific. In addition, fisheries management is implemented to make and impose the rules in order to prevent overfishing.


Overfishing is a major problem! And it is not going away by itself. As former president Bill Clinton said “we know that when we protect our oceans, we are protecting our futures”. Therefore, we recommend declaring certain areas banned for non-sustainable fishing and to bring more awareness to consumers over the type of fish they are buying if it’s from a sustainable source or a non- sustainable one.

However, will this be enough? is aquaculture a solution to our problem? or the beginning of a new one?